Optimisation & Decision Science
This interdisciplinary field, from resource allocation to logistics, utilizes mathematical modeling and analytical methodologies for informed decision-making. It ensures efficient resource utilization, cost minimization, and goal achievement in various sectors.
Towards a decision-support tool for airport slot allocation: Application to Guarulhos (Sao Paulo, Brazil)
D Jorge, NA Ribeiro, AP Antunes, 2021, Journal of Air Transport Management, vol. 93, 102048, https://www.sciencedirect.com/science/article/pii/S0969699721000314
Towards Reliable UAV Swarm Communication in D2D-enhanced Cellular Network
Y. Han, L. Liu, L. Duan, and R. Zhang, 2021, IEEE Transactions on Wireless Communications, Vol. 20(3), 1567 – 1581, https://arxiv.org/abs/2002.04897
Tree Bounds for Sums of Bernoulli Random Variables: A Linear Optimization Approach
D Padmanabhan, K Natarajan, 2021, Informs Journal on Optimization, Volume 3, Issue 1, 23-45, https://pubsonline.informs.org/doi/pdf/10.1287/ijoo.2019.0038
Trip Chaining and Community Burden in Service Facility Location Decisions.
E Moog, R Nagi, R Jeffers, 2021, Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), Issue SAND2021-11181C, https://www.osti.gov/servlets/purl/1886764
Two-facility Location Games with Minimum Distance Requirement
X. Xu, B. Li, M. Li, and L. Duan, 2021, Journal of Artificial Intelligence Research (JAIR), Vol 70, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2019/02/aamas2019.pdf
UAV-aided Information and Energy Transmissions for Cognitive and Sustainable 5G Networks
. Che, Y. Lai, S. Luo, K. Wu, and L. Duan, 2021, IEEE Transactions on Wireless Communications, Vol. 10(1), 514 – 526
Worst-case Expected Shortfall with Univariate and Bivariate Marginals
A. Dhara, B. Das and K. Natarajan, 2021, Informs Journal on Computing, 33(1), 370-389, https://arxiv.org/abs/1701.04167
xER: An Explainable Model for Entity Resolution using an Efficient Solution for the Clique Partitioning Problem
S Vadrevu, R Nagi, JJ Xiong, W Hwu, 2021, Proceedings of the First Workshop on Trustworthy Natural Language Processing, 34-44, https://aclanthology.org/2021.trustnlp-1.5.pdf
Optimal Pricing for Peer-to-peer Sharing with Network Externalities
Y. Li, C. Courcoubetis, L. Duan, and R. Weber, 2020, IEEE/ACM Transactions on Networking (TON), 29(1), 148 – 161, https://arxiv.org/abs/1805.09616
A Non-commutative Extension of Lee-Seung’s Algorithm for Positive Semidefinite Factorizations
Y.S. Soh and A. Varvitsiotis, NeurIPS 2021, https://arxiv.org/abs/2106.00293